upd md

README.md

@@ -62,34 +62,6 @@ dataset_info:
         num_examples: 73
     download_size: 65309164
     dataset_size: 262914
-  - config_name: default
-    features:
-      - name: audio
-        dtype:
-          audio:
-            sampling_rate: 44100
-      - name: mel
-        dtype: image
-      - name: label
-        dtype: int8
-      - name: score1
-        dtype: float64
-      - name: score2
-        dtype: float64
-      - name: avg_score
-        dtype: float64
-    splits:
-      - name: train
-        num_bytes: 213644
-        num_examples: 537
-      - name: validation
-        num_bytes: 26664
-        num_examples: 67
-      - name: test
-        num_bytes: 27088
-        num_examples: 68
-    download_size: 595425921
-    dataset_size: 267396
 configs:
   - config_name: timbre
     data_files:
@@ -122,6 +94,7 @@ Chinese, English
 
 ## Dataset Structure
 <https://huggingface.co/datasets/ccmusic-database/timbre_range/viewer>
+
 ### Data Instances
 .zip(.wav, .jpg), .csv
 
@@ -153,7 +126,7 @@ for item in ds["test"]:
 ### Range subset
 ```python
 from datasets import load_dataset
-# default subset
+
 ds = load_dataset("ccmusic-database/timbre_range", name="range")
 for item in ds["train"]:
     print(item)
@@ -171,6 +144,9 @@ GIT_LFS_SKIP_SMUDGE=1 git clone git@hf.co:datasets/ccmusic-database/timbre_range
 cd timbre_range
 ```
 
+## Mirror
+<https://www.modelscope.cn/datasets/ccmusic-database/timbre_range>
+
 ## Dataset Creation
 ### Curation Rationale
 Promoting the development of music AI industry
@@ -202,22 +178,19 @@ Most are Chinese songs
 ### Other Known Limitations
 Samples are not balanced enough
 
-## Mirror
-<https://www.modelscope.cn/datasets/ccmusic-database/timbre_range>
-
 ## Additional Information
 ### Dataset Curators
 Zijin Li
 
 ### Evaluation
-[1] [Yiliang, J. et al. (2019) ‘Data Augmentation based Convolutional Neural Network for Auscultation’, Journal of Fudan University(Natural Science), pp. 328–334. doi:10.15943/j.cnki.fdxb-jns.2019.03.004.](https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2019&filename=FDXB201903004&uniplatform=NZKPT&v=VAszHDtjPUYMi3JYVrdSGx4fcqlEtgCeKwRGTacCj98CGEQg5CUFHxakrvuaMzm3)
+[1] [Yiliang, J. et al. (2019) 'Data Augmentation based Convolutional Neural Network for Auscultation', Journal of Fudan University(Natural Science), pp. 328-334. doi:10.15943/j.cnki.fdxb-jns.2019.03.004.](https://kns.cnki.net/kcms/detail/detail.aspx?dbcode=CJFD&dbname=CJFDLAST2019&filename=FDXB201903004&uniplatform=NZKPT&v=VAszHDtjPUYMi3JYVrdSGx4fcqlEtgCeKwRGTacCj98CGEQg5CUFHxakrvuaMzm3)
 
 ### Citation Information
 ```bibtex
 @article{2019Data,
   title={Data Augmentation based Convolutional Neural Network for Auscultation},
-  author={ Yiliang, Jiang  and  Xulong, Zhang  and  Jin, Deng  and  Wenqiang, Zhang  and  Wei, L. I. },
-  journal={Journal of Fudan University(Natural Science)},
+  author={Yiliang Jiang and Xulong Zhang and Jin Deng and Wenqiang Zhang and Wei Li},
+  journal={Journal of Fudan University (Natural Science)},
   year={2019},
 }
 ```